research
∙
09/05/2023
Anatomy-Driven Pathology Detection on Chest X-rays
Pathology detection and delineation enables the automatic interpretation...
share
research
∙
05/15/2023
The Brain Tumor Segmentation (BraTS) Challenge 2023: Brain MR Image Synthesis for Tumor Segmentation (BraSyn)
Automated brain tumor segmentation methods are well established, reachin...
research
∙
05/15/2023
The Brain Tumor Segmentation (BraTS) Challenge 2023: Local Synthesis of Healthy Brain Tissue via Inpainting
A myriad of algorithms for the automatic analysis of brain MR images is ...
research
∙
03/03/2023
Robust Detection Outcome: A Metric for Pathology Detection in Medical Images
Detection of pathologies is a fundamental task in medical imaging and th...
research
∙
03/01/2023
Unsupervised Pathology Detection: A Deep Dive Into the State of the Art
Deep unsupervised approaches are gathering increased attention for appli...
research
∙
12/31/2022
Approaching Peak Ground Truth
Machine learning models are typically evaluated by computing similarity ...
research
∙
08/23/2022
Unsupervised Anomaly Localization with Structural Feature-Autoencoders
Unsupervised Anomaly Detection has become a popular method to detect pat...
research
∙
02/08/2022
On the Pitfalls of Using the Residual Error as Anomaly Score
Many current state-of-the-art methods for anomaly localization in medica...
research
∙
01/24/2022